A Fast and Accurate Frequent Directions Algorithm for Low Rank Approximation via Block Krylov Iteration. - Qianxin Yi; Chenhao Wang 006; Xiuwu Liao; Yao Wang 003 (ICASSP, 2020)

Efficient Generalized Low-Rank Tensor Contextual Bandits. - Qianxin Yi; Yiyang Yang; Shaojie Tang 001; Yao Wang 003 (CoRR, 2023)

Effective Streaming Low-Tubal-Rank Tensor Approximation via Frequent Directions. - Qianxin Yi; Chenhao Wang 006; Kaidong Wang; Yao Wang 003 (IEEE Trans. Neural Networks Learn. Syst., 2024)

An Improved Frequent Directions Algorithm for Low-Rank Approximation via Block Krylov Iteration. - Chenhao Wang 006; Qianxin Yi; Xiuwu Liao; Yao Wang 003 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Effective Generalized Low-Rank Tensor Contextual Bandits. - Qianxin Yi; Yiyang Yang; Shaojie Tang 001; Jiapeng Liu; Yao Wang 003 (IEEE Trans. Knowl. Data Eng., 2024)

Robust Tensor Completion With Side Information. - Yao Wang 003; Qianxin Yi; Yiyang Yang; Shanxing Gao; Shaojie Tang 001; Di Wang 008 (IEEE Trans. Knowl. Data Eng., 2025)